Florian Metze

Intra-Speaker Topic Modeling for Improved Multi-Party Meeting Summarization with Integrated Random Walk

2018 · INDIGO (University of Illinois at Chicago)

This paper proposes an improved approach of summarization for spoken multi-party interaction, in which integrated random walk is performed on a graph constructed with topical/lexical relations. Each utterance is represented as a node of the …

Subword and Crossword Units for CTC Acoustic Models

2018

This paper proposes a novel approach to create an unit set for CTC based speech recognition systems. By using Byte Pair Encoding we learn an unit set of an arbitrary size on a given training …

How2: A Large-scale Dataset for Multimodal Language Understanding

2018 · arXiv (Cornell University)

In this paper, we introduce How2, a multimodal collection of instructional videos with English subtitles and crowdsourced Portuguese translations. We also present integrated sequence-to-sequence baselines for machine translation, automatic speech recognition, spoken language translation, and …